• Title/Summary/Keyword: Frame Subtraction

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Active Object Tracking using Image Mosaic Background

  • Jung, Young-Kee;Woo, Dong-Min
    • Journal of information and communication convergence engineering
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    • v.2 no.1
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    • pp.52-57
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    • 2004
  • In this paper, we propose a panorama-based object tracking scheme for wide-view surveillance systems that can detect and track moving objects with a pan-tilt camera. A dynamic mosaic of the background is progressively integrated in a single image using the camera motion information. For the camera motion estimation, we calculate affine motion parameters for each frame sequentially with respect to its previous frame. The camera motion is robustly estimated on the background by discriminating between background and foreground regions. The modified block-based motion estimation is used to separate the background region. Each moving object is segmented by image subtraction from the mosaic background. The proposed tracking system has demonstrated good performance for several test video sequences.

A Novel Speech Enhancement Based on Speech/Noise-dominant Decision in Time-frequency Domain (시간-주파수 영역에서 음성/잡음 우세 결정에 의한 새로운 잡음처리)

  • 윤석현;유창동
    • The Journal of the Acoustical Society of Korea
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    • v.20 no.3
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    • pp.48-55
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    • 2001
  • A novel method to reduce additive non-stationary noise is proposed. The method requires neither the information about noise nor the estimate of the noise statistics from any pause regions. The enhancement is performed on a band-by-band basis for each time frame. Based on both the decision on whether a particular band in a frame is speech or noise dominant and the masking property of the human auditory system, an appropriate amount of noise is reduced using spectral subtraction. The proposed method was tested on various noisy conditions (car noise, Fl6 noise, white Gaussian noise, pink noise, tank noise and babble noise) and on the basis of comparing segmental SNR with spectral subtraction method and visually inspecting the enhanced spectrograms and listening to the enhanced speech, the method was able to effectively reduce various noise while minimizing distortion to speech.

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Analog Parallel Processing Algorithm of CNN-UM for Interframe Change Detection (프레임간의 영상 변화 검출을 위한 CNN-UM의 아날로그 병렬연산처리 알고리즘)

  • 김형석;김선철;손홍락;박영수;한승조
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.40 no.1
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    • pp.1-9
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    • 2003
  • The CNN-UM algorithm which performs the analog parallel subtraction of images has been developed and its application study to the moving target detection has been done. The CNN-UM is the state of the art computation architecture with high computational potential of analog parallel processing. It is one of the strong candidates for the next generation of computing system which fulfills requirement of the real-time image processing. One weakness of the CNN-UM is that its analog parallel processing function is not fully utilized for the inter frame processing. If two subsequent image frames are superimposed with opposite signs on identical capacitors for short time period, the analog subtraction between them is achieved. The Principle of such temporal inter-frame processing algorithm has been described and its mathematical analysis has been done. Practical usefulness of the proposed algorithm has also been verified through the application for moving target detection.

Smoke Detection using Region Growing Method (영역 확장법을 이용한 연기검출)

  • Kim, Dong-Keun
    • The KIPS Transactions:PartB
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    • v.16B no.4
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    • pp.271-280
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    • 2009
  • In this paper, we propose a smoke detection method using region growing method in outdoor video sequences. Our proposed method is composed of three steps; the initial change area detection step, the boundary finding and expanding step, and the smoke classification step. In the first step, we use a background subtraction to detect changed areas in the current input frame against the background image. In difference images of the background subtraction, we calculate a binary image using a threshold value and apply morphology operations to the binary image to remove noises. In the second step, we find boundaries of the changed areas using labeling algorithm and expand the boundaries to their neighbors using the region growing algorithm. In the final step, ellipses of the boundaries are estimated using moments. We classify whether the boundary is smoke by using the temporal information.

Motion-Based Background Subtraction without Geometric Computation in Dynamic Scenes

  • Kawamoto, Kazuhiko;Imiya, Atsushi;Hirota, Kaoru
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2003.09a
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    • pp.559-562
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    • 2003
  • A motion-based background subtraction method without geometric computation is proposed, allowing that the camera is moving parallel to the ground plane with uniform velocity. The proposed method subtracts the background region from a given image by evaluating the difference between calculated and model Hows. This approach is insensitive to small errors of calculated optical flows. Furthermore, in order to tackle the significant errors, a strategy for incorporating a set of optical flows calculated over different frame intervals is presented. An experiment with two real image sequences, in which a static box or a moving toy car appears, to evaluate the performance in terms of accuracy under varying thresholds using a receiver operating characteristic (ROC) curve. The ROC curves show, in the best case, the figure-ground segmentation is done at 17.8 % in false positive fraction (FPF) and 71.3% in true positive fraction (TPF) for the static-object scene and also at 14.8% in FPF and 72.4% In TPF for the moving-object scene, regardless if the calculated optical flows contain significant errors of calculation.

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Development of Cardiac Digital Subtraction Angiographic System for Diagnosis of Cardiac Diseases (심장병 진단을 위한 실시간 디지탈 감산 조영 영상기법의 개발)

  • Min, Byoung-Goo;Lee, Tae-Soo
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.26 no.2
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    • pp.132-139
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    • 1989
  • We have designed a real-time Cardiac digital substraction angiography system (C-DSA) and tested the system for the diagnosis of Cardiac patients. The system was developed by interfacing a radiographic angiography system to a computerized motional image analysis system. This new cardiac DSA can perform the real time processing of averaging and subtraction of the 32 image frames to measure the volume changes of the left ventricle after elimination of motional artrifacts, caused by the heart contraction of beats per minute in average. Each frame has a resolution of 512 x 512 pixels and 256 gray levels. Two image data with maximal and minimal volume were moved to the interfaced IBM PC computer system by high speed computer link line for computation of the heart's contraction parameters. First, the boundary of the left ventricule was detected using a dynamic programming of the gray levels, and its volume was computered to determine the parameters, such as the maximal volume of end-diastolic volume (EDV), the minimal volume of end systolic volume (ESV), and ejection fraction (EF).

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Usefulness of Image Registration in Brain Perfusion SPECT (Brain Perfusion SPECT에서 Image Registration의 유용성)

  • Song, Ho-June;Lim, Jung-Jin;Kim, Jin-Eui;Kim, Hyun-Joo
    • The Korean Journal of Nuclear Medicine Technology
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    • v.15 no.2
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    • pp.60-64
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    • 2011
  • Purpose: The brain perfusion SPECT is the examination which is able to know adversity information related brain disorder. But brain perfusion SPECT has also high failure rates by patient's motions. In this case, we have to use two days method and patients put up with many disadvantages. We think that we don't use two days method in brain perfusion SPECT, if we can use registration method. So this study has led to look over registration method applications in brain perfusion SPECT. Materials and Methods: Jaszczak, Hoffman and cylindrical phantoms were used for acquiring SPECT image data on varying degree in x, y, z axes. The phantoms were filled with $^{99m}Tc$ solution that consisted of a radioactive concentration of 111 MBq/mL. Phantom images were acquired through scanning for 5 sec long per frame by using Triad XLT9 triple head gamma camera (TRIONIX, USA). We painted the ROI of registration image in brain data. So we calculated the ROIratio which was different original image counts and registration image counts. Results: When carring out the experiments under the same condition, total counts differential was from 3.5% to 5.7% (mean counts was from 3.4% to 6.8%) in phantom and patients data. In addition, we also run the experiments in the double activity condition. Total counts differential was from 2.6% to 4.9% (mean counts was from 4.1% to 4.9%) in phantom and patients data. Conclusion: We can know that original and registration data are little different in image analysis. If we use the image registration method, we can improve disadvantage of two days method in brain perfusion SPECT. But we must consider image registration about the distance differences in x, y, z axes.

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An Efficient Shadow Removal Technique adapted to Environmental Changes (환경변화에 적응하는 효율적인 그림자 제거 기법)

  • Ryu, Nam-Hoon;Ban, Kyeong-Jin;Oh, Kyeong-Sug;Kim, Eung-Kon
    • The Journal of the Korea institute of electronic communication sciences
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    • v.4 no.3
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    • pp.204-210
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    • 2009
  • There has been a lot of research into a background separation method, which is a preprocess of a technique of automatically perceiving an invader, and the removal of shadows around a moving object in the video monitoring field. When a moving object is not clearly separated from its shadow, it is difficult to analyze the shape accurately, and it is also hard to trace its position. This study suggests how to utilize a brightness value for removing a shadow. It came from the fact that there appears to be no change of color in the shadow area relative to the background area, and there only occurs a difference in brightness. In addition, this method uses the renewal of a critical value used for the removal of shadow in the previous frame, in the next frame.

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Implementation of Surveillance System using Motion Tracking Method based on Mobile (모바일 기반의 동작 추적 기법을 이용한 감시 시스템의 구현)

  • Kim, Hyeng-Gyun;Kim, Yong-Ho;Guen, Bae-Yong
    • Journal of Advanced Navigation Technology
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    • v.12 no.2
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    • pp.164-169
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    • 2008
  • This paper is using motion tracking by image segmentation to monitor intruders and to confirm based on mobile the relevant information. First, detect frame in animation that film fixed area, and make use of image subtraction between two frame that adjoin, segment fixed backing and target who move. Segmental foreground object to the edge detecting the location specified by the edge of the median estimate extracted by analyzing the motion of the intruders to monitor. When a motion is detected, the detected image is transmitted by using the W AP pull basis image transmission method on the mobile client data terminal.

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Design of Mobile Supervisory System that Apply Action Tracing by Image Segmentation (영상분할에 의한 동작 추적 기법을 적용한 모바일 감시 시스템의 설계)

  • 김형균;오무송
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.6 no.2
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    • pp.282-287
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    • 2002
  • This paper action tracing by techniques to do image sequence component to watch invader based on Mobile internet use. First, detect frame in animation that film fixed area, and make use of image subtraction between two frame that adjoin, segment fixed backing and target who move. Segmentalized foreground object detected and did so that can presume middle value of gouge that is abstracted to position that is specified and watch invader by analyzing action gouge. Those watch information is stored, and made Mobile client send out SMS Message about situation of watch place to server being stored to sensed serial numbers, date, Image file with recording of time.